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Methods
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General
Attention
127 methods
40623 papers with code
Attention Mechanisms
83 methods
23510 papers with code
Activation Functions
75 methods
34853 papers with code
Stochastic Optimization
71 methods
24214 papers with code
Regularization
58 methods
54477 papers with code
See all 134 categories
Computer Vision
Convolutional Neural Networks
124 methods
6082 papers with code
Generative Models
100 methods
9275 papers with code
Image Model Blocks
93 methods
7781 papers with code
Object Detection Models
73 methods
2695 papers with code
Image Feature Extractors
62 methods
183 papers with code
See all 126 categories
Natural Language Processing
Language Models
140 methods
39981 papers with code
Transformers
94 methods
32498 papers with code
Word Embeddings
21 methods
878 papers with code
Attention Patterns
8 methods
3496 papers with code
Sentence Embeddings
8 methods
184 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1531 papers with code
Off-Policy TD Control
16 methods
1813 papers with code
Reinforcement Learning Frameworks
12 methods
266 papers with code
Q-Learning Networks
10 methods
596 papers with code
Heuristic Search Algorithms
8 methods
384 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
373 papers with code
Audio Model Blocks
14 methods
79 papers with code
Text-to-Speech Models
12 methods
137 papers with code
Speech Separation Models
6 methods
44 papers with code
Speech Recognition
4 methods
40 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
41 methods
8707 papers with code
Sequence To Sequence Models
22 methods
2278 papers with code
Time Series Analysis
11 methods
859 papers with code
Temporal Convolutions
8 methods
260 papers with code
Bidirectional Recurrent Neural Networks
6 methods
726 papers with code
See all 11 categories
Graphs
Graph Models
66 methods
2193 papers with code
Graph Embeddings
44 methods
1132 papers with code
Graph Representation Learning
17 methods
8008 papers with code
Graph Data Augmentation
2 methods
1 papers with code
